Title :
Residual generator design for linear dynamic system fault detection
Author :
Simani, Silvio ; Diversi, Roberto
Author_Institution :
Dipt. di Ingegneria, Ferrara Univ., Italy
Abstract :
This paper investigates few minor new results regarding the computation of residual generator functions in order to realise for example complete diagnosis schemes in linear multivariable systems with additive faults and disturbances. The use of canonical input-output polynomial forms leads to characterise in a straightforward fashion the basis of the subspace described by all the possible residual generators. These tools show how the mathematical description of these filters can be obtained also by following a black-box identification approach.
Keywords :
control system synthesis; fault diagnosis; linear systems; multivariable systems; additive disturbances; additive faults; black-box identification approach; canonical input-output polynomial forms; diagnosis schemes; linear dynamic system fault detection; linear multivariable systems; residual generator design; residual generator functions; Character generation; Fault detection; Fault diagnosis; Filtering; Filters; Isolation technology; MIMO; Monitoring; Polynomials; Power system modeling;
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Print_ISBN :
0-7803-8682-5
DOI :
10.1109/CDC.2004.1429429